Where the workflow shifted
Once an agent can call tools, pages should separate reading, generating, submitting, paying, publishing, and deleting into risk tiers.
Every tool action should explain input, permission, confirmation, logs, and failure handling instead of only saying automation is supported.
Tool names are not outcomes
The signal matters when it changes how a team ships, reviews, or recovers work, not when it only names another tool.
Check permissions and failure
- Align `ai-agent-workflow` first-screen anchor text with permissions, confirmation, logs, and rollback
- Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production
What still needs proof
Unclear tool boundaries turn useful automation into a trust problem. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.